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In recent years, many new technologies have been developed for fault diagnosis of marine main engine, including intelligent fault diagnosis. This paper focuses on the application of support vector machine (SVM) on fault diagnosis of marine main engine mechanic shafting system, and we use simulation to test the effectiveness of such application.